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isl_python

An Introduction to Statistical Learning with Applications in PYTHON

javascriptguidelines

Principles of Writing Consistent, Idiomatic JavaScript

kedro

A Python library that implements software engineering best-practice for data and ML pipelines.

learning-spark

Example code from Learning Spark book

lime

Lime: Explaining the predictions of any machine learning classifier

linearmixedmodel

Support the paper: Review on Sparse Linear Mixed Model

lisp-ebook

luigi

Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

machine-learning-books-with-python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

machine-learning-nanodegree

Codes, notes and guides on Udacity's machine learning nanodegree.

machine-learning-with-python

Python codes for common Machine Learning Algorithms

machinelearningfortrading

machine_learning

Python coded examples and documentation of machine learning algorithms.

market-mix-modelling

Fitted a multivariate regression model on a brand’s product Sales Volume and the availabe marketing time series data to (i.e. Advertising, Distribution, Pricing) to estimate the impact of various marketing tactics on sales and then forecast the impact of future sets of tactics.

marketing_mixed_modelling_analysis

Fitted a multivariate regression model on a brand’s product Sales Volume and the availabe marketing time series data to (i.e. Advertising, Distribution, Pricing) to estimate the impact of various marketing tactics on sales and then forecast the impact of future sets of tactics.

media-mix-model

Multiple linear regression and 3D visualization with R.

mgcv-esa-workshop

Materials from 2017 workshop. If you have issues or suggestions, please file them in the 2018 workshop repo

mvc-node-app-template

oreilly-intro-to-flask-video

This repository contains the software that accompanies my O'Reilly training video "An Introduction to Flask".

oreilly-matplotlib-course

Jupyter notebooks from my O'Reilly Media course "Matplolib for Developers: Data Visualization and Analysis with Python"

paip-python

Peter Norvig's Paradigms of AI Programming implemented in Python

personality-detection

Implementation of a hierarchical CNN based model to detect Big Five personality traits

powerbi-macguyver-toolbox

Power BI report .pbip templates and patterns to create special visuals, address specific problems, and have adventures..

powerbi-visuals

Documentation for creating visuals for Power BI

ppc

pay per click budget optimization

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

prework-about-me

pwc

Papers with code. Sorted by stars. Updated weekly.

pycon2016

PyCon code and presentation

pydata-docker-tutorial

Tutorial given at PyData LA 2018